{"id":"W7135101395","doi":"10.5376/ijmms.2024.14.0014","title":"Unraveling the Gut-Brain Axis: The Potential of Engineered Synthetic Microbial Communities in Modulating Neurotransmitter Production and Mental Health","year":2024,"lang":"","type":"article","venue":"International Journal of Molecular Medical Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Neurotransmitter; Mental health; Human health; Action (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521424,0.0002800208,0.0002276929,0.0001124592,0.0001124801,0.0006467082,0.0001929582,0.0004937153,0.0006890062],"category_scores_gemma":[0.0002472383,0.0001009721,0.0002126196,0.00009694997,0.0002714052,0.0005062239,0.0004605613,0.0006706895,0.0001707117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826734,"about_ca_system_score_gemma":0.0003405042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003474695,"about_ca_topic_score_gemma":0.0006521108,"domain_scores_codex":[0.9999162,0.00001737075,0.000003117937,0.00001630224,0.00002218401,0.00002485897],"domain_scores_gemma":[0.999918,0.00002394293,0.00001976882,0.000006115975,0.00001053319,0.00002172468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001487924,0.00007364626,0.0002939015,0.0001492436,0.00001292683,0.00007996079,0.00002857296,0.00104537,0.9853691,0.002325553,0.0001293751,0.01034349],"study_design_scores_gemma":[0.00005198897,0.001098018,0.001561644,0.00006092315,0.00004763834,0.0002774302,0.0001897934,0.007323378,0.9688988,0.002981179,0.01748186,0.00002729315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527903,0.008683903,0.03215842,0.001458212,0.0003203063,0.00004756104,0.000400952,0.0001382518,0.004001999],"genre_scores_gemma":[0.9750617,0.004273961,0.01902686,0.0002234389,0.00003472487,0.00003128621,0.0001305705,0.00002009591,0.001197303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006890062,"threshold_uncertainty_score":0.002304912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392565447145455,"score_gpt":0.2861103169272506,"score_spread":0.2777177514801052,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}